Utilizzare RunInstances con un o AWS SDK CLI

    /// <summary>
    /// Create and run an EC2 instance.
    /// </summary>
    /// <param name="ImageId">The image Id of the image used as a basis for the
    /// EC2 instance.</param>
    /// <param name="instanceType">The instance type of the EC2 instance to create.</param>
    /// <param name="keyName">The name of the key pair to associate with the
    /// instance.</param>
    /// <param name="groupId">The Id of the Amazon EC2 security group that will be
    /// allowed to interact with the new EC2 instance.</param>
    /// <returns>The instance Id of the new EC2 instance.</returns>
    public async Task<string> RunInstances(string imageId, string instanceType, string keyName, string groupId)
    {
        try
        {
            var request = new RunInstancesRequest
            {
                ImageId = imageId,
                InstanceType = instanceType,
                KeyName = keyName,
                MinCount = 1,
                MaxCount = 1,
                SecurityGroupIds = new List<string> { groupId }
            };
            var response = await _amazonEC2.RunInstancesAsync(request);
            var instanceId = response.Reservation.Instances[0].InstanceId;

            Console.Write("Waiting for the instance to start.");
            await WaitForInstanceState(instanceId, InstanceStateName.Running);

            return instanceId;
        }
        catch (AmazonEC2Exception ec2Exception)
        {
            if (ec2Exception.ErrorCode == "InvalidGroupId.NotFound")
            {
                _logger.LogError(
                    $"GroupId {groupId} was not found. {ec2Exception.Message}");
            }

            throw;
        }
        catch (Exception ex)
        {
            _logger.LogError(
                $"An error occurred while running the instance.: {ex.Message}");
            throw;
        }
    }

###############################################################################
# function ec2_run_instances
#
# This function launches one or more Amazon Elastic Compute Cloud (Amazon EC2) instances.
#
# Parameters:
#       -i image_id - The ID of the Amazon Machine Image (AMI) to use.
#       -t instance_type - The instance type to use (e.g., t2.micro).
#       -k key_pair_name - The name of the key pair to use.
#       -s security_group_id - The ID of the security group to use.
#       -c count - The number of instances to launch (default: 1).
#       -h - Display help.
#
# Returns:
#       0 - If successful.
#       1 - If it fails.
###############################################################################
function ec2_run_instances() {
  local image_id instance_type key_pair_name security_group_id count response
  local option OPTARG # Required to use getopts command in a function.

  # bashsupport disable=BP5008
  function usage() {
    echo "function ec2_run_instances"
    echo "Launches one or more Amazon Elastic Compute Cloud (Amazon EC2) instances."
    echo "  -i image_id - The ID of the Amazon Machine Image (AMI) to use."
    echo "  -t instance_type - The instance type to use (e.g., t2.micro)."
    echo "  -k key_pair_name - The name of the key pair to use."
    echo "  -s security_group_id - The ID of the security group to use."
    echo "  -c count - The number of instances to launch (default: 1)."
    echo "  -h - Display help."
    echo ""
  }

  # Retrieve the calling parameters.
  while getopts "i:t:k:s:c:h" option; do
    case "${option}" in
      i) image_id="${OPTARG}" ;;
      t) instance_type="${OPTARG}" ;;
      k) key_pair_name="${OPTARG}" ;;
      s) security_group_id="${OPTARG}" ;;
      c) count="${OPTARG}" ;;
      h)
        usage
        return 0
        ;;
      \?)
        echo "Invalid parameter"
        usage
        return 1
        ;;
    esac
  done
  export OPTIND=1

  if [[ -z "$image_id" ]]; then
    errecho "ERROR: You must provide an Amazon Machine Image (AMI) ID with the -i parameter."
    usage
    return 1
  fi

  if [[ -z "$instance_type" ]]; then
    errecho "ERROR: You must provide an instance type with the -t parameter."
    usage
    return 1
  fi

  if [[ -z "$key_pair_name" ]]; then
    errecho "ERROR: You must provide a key pair name with the -k parameter."
    usage
    return 1
  fi

  if [[ -z "$security_group_id" ]]; then
    errecho "ERROR: You must provide a security group ID with the -s parameter."
    usage
    return 1
  fi

  if [[ -z "$count" ]]; then
    count=1
  fi

  response=$(aws ec2 run-instances \
    --image-id "$image_id" \
    --instance-type "$instance_type" \
    --key-name "$key_pair_name" \
    --security-group-ids "$security_group_id" \
    --count "$count" \
    --query 'Instances[*].[InstanceId]' \
    --output text) || {
    aws_cli_error_log ${?}
    errecho "ERROR: AWS reports run-instances operation failed.$response"
    return 1
  }

  echo "$response"

  return 0
}

Le funzioni di utilità utilizzate in questo esempio.

###############################################################################
# function errecho
#
# This function outputs everything sent to it to STDERR (standard error output).
###############################################################################
function errecho() {
  printf "%s\n" "$*" 1>&2
}

##############################################################################
# function aws_cli_error_log()
#
# This function is used to log the error messages from the AWS CLI.
#
# The function expects the following argument:
#         $1 - The error code returned by the AWS CLI.
#
#  Returns:
#          0: - Success.
#
##############################################################################
function aws_cli_error_log() {
  local err_code=$1
  errecho "Error code : $err_code"
  if [ "$err_code" == 1 ]; then
    errecho "  One or more S3 transfers failed."
  elif [ "$err_code" == 2 ]; then
    errecho "  Command line failed to parse."
  elif [ "$err_code" == 130 ]; then
    errecho "  Process received SIGINT."
  elif [ "$err_code" == 252 ]; then
    errecho "  Command syntax invalid."
  elif [ "$err_code" == 253 ]; then
    errecho "  The system environment or configuration was invalid."
  elif [ "$err_code" == 254 ]; then
    errecho "  The service returned an error."
  elif [ "$err_code" == 255 ]; then
    errecho "  255 is a catch-all error."
  fi

  return 0
}

//! Launch an Amazon Elastic Compute Cloud (Amazon EC2) instance.
/*!
  \param instanceName: A name for the EC2 instance.
  \param amiId: An Amazon Machine Image (AMI) identifier.
  \param[out] instanceID: String to return the instance ID.
  \param clientConfiguration: AWS client configuration.
  \return bool: Function succeeded.
 */
bool AwsDoc::EC2::runInstance(const Aws::String &instanceName,
                              const Aws::String &amiId,
                              Aws::String &instanceID,
                              const Aws::Client::ClientConfiguration &clientConfiguration) {
    Aws::EC2::EC2Client ec2Client(clientConfiguration);

    Aws::EC2::Model::RunInstancesRequest runRequest;
    runRequest.SetImageId(amiId);
    runRequest.SetInstanceType(Aws::EC2::Model::InstanceType::t1_micro);
    runRequest.SetMinCount(1);
    runRequest.SetMaxCount(1);

    Aws::EC2::Model::RunInstancesOutcome runOutcome = ec2Client.RunInstances(
            runRequest);
    if (!runOutcome.IsSuccess()) {
        std::cerr << "Failed to launch EC2 instance " << instanceName <<
                  " based on ami " << amiId << ":" <<
                  runOutcome.GetError().GetMessage() << std::endl;
        return false;
    }

    const Aws::Vector<Aws::EC2::Model::Instance> &instances = runOutcome.GetResult().GetInstances();
    if (instances.empty()) {
        std::cerr << "Failed to launch EC2 instance " << instanceName <<
                  " based on ami " << amiId << ":" <<
                  runOutcome.GetError().GetMessage() << std::endl;
        return false;
    }

    instanceID = instances[0].GetInstanceId();

    return true;
}

Esempio 1: per avviare un'istanza in una sottorete predefinita

L'run-instancesesempio seguente avvia una singola istanza di tipo t2.micro nella sottorete predefinita per la regione corrente e la associa alla sottorete predefinita per la regione. VPC La key pair è facoltativa se non prevedi di connetterti alla tua istanza tramite SSH (Linux) o RDP (Windows).

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --key-name MyKeyPair

Output:

{
    "Instances": [
        {
            "AmiLaunchIndex": 0,
            "ImageId": "ami-0abcdef1234567890",
            "InstanceId": "i-1231231230abcdef0",
            "InstanceType": "t2.micro",
            "KeyName": "MyKeyPair",
            "LaunchTime": "2018-05-10T08:05:20.000Z",
            "Monitoring": {
                "State": "disabled"
            },
            "Placement": {
                "AvailabilityZone": "us-east-2a",
                "GroupName": "",
                "Tenancy": "default"
            },
            "PrivateDnsName": "ip-10-0-0-157.us-east-2.compute.internal",
            "PrivateIpAddress": "10.0.0.157",
            "ProductCodes": [],
            "PublicDnsName": "",
            "State": {
                "Code": 0,
                "Name": "pending"
            },
            "StateTransitionReason": "",
            "SubnetId": "subnet-04a636d18e83cfacb",
            "VpcId": "vpc-1234567890abcdef0",
            "Architecture": "x86_64",
            "BlockDeviceMappings": [],
            "ClientToken": "",
            "EbsOptimized": false,
            "Hypervisor": "xen",
            "NetworkInterfaces": [
                {
                    "Attachment": {
                        "AttachTime": "2018-05-10T08:05:20.000Z",
                        "AttachmentId": "eni-attach-0e325c07e928a0405",
                        "DeleteOnTermination": true,
                        "DeviceIndex": 0,
                        "Status": "attaching"
                    },
                    "Description": "",
                    "Groups": [
                        {
                            "GroupName": "MySecurityGroup",
                            "GroupId": "sg-0598c7d356eba48d7"
                        }
                    ],
                    "Ipv6Addresses": [],
                    "MacAddress": "0a:ab:58:e0:67:e2",
                    "NetworkInterfaceId": "eni-0c0a29997760baee7",
                    "OwnerId": "123456789012",
                    "PrivateDnsName": "ip-10-0-0-157.us-east-2.compute.internal",
                    "PrivateIpAddress": "10.0.0.157",
                    "PrivateIpAddresses": [
                        {
                            "Primary": true,
                            "PrivateDnsName": "ip-10-0-0-157.us-east-2.compute.internal",
                            "PrivateIpAddress": "10.0.0.157"
                        }
                    ],
                    "SourceDestCheck": true,
                    "Status": "in-use",
                    "SubnetId": "subnet-04a636d18e83cfacb",
                    "VpcId": "vpc-1234567890abcdef0",
                    "InterfaceType": "interface"
                }
            ],
            "RootDeviceName": "/dev/xvda",
            "RootDeviceType": "ebs",
            "SecurityGroups": [
                {
                    "GroupName": "MySecurityGroup",
                    "GroupId": "sg-0598c7d356eba48d7"
                }
            ],
            "SourceDestCheck": true,
            "StateReason": {
                "Code": "pending",
                "Message": "pending"
            },
            "Tags": [],
            "VirtualizationType": "hvm",
            "CpuOptions": {
                "CoreCount": 1,
                "ThreadsPerCore": 1
            },
            "CapacityReservationSpecification": {
                "CapacityReservationPreference": "open"
            },
            "MetadataOptions": {
                "State": "pending",
                "HttpTokens": "optional",
                "HttpPutResponseHopLimit": 1,
                "HttpEndpoint": "enabled"
            }
        }
    ],
    "OwnerId": "123456789012",
    "ReservationId": "r-02a3f596d91211712"
}

Esempio 2: per avviare un'istanza in una sottorete non predefinita e aggiungere un indirizzo IP pubblico

Nell'esempio di run-instances seguente viene richiesto un indirizzo IP pubblico per un'istanza avviata in una sottorete non predefinita. L'istanza è associata al gruppo di sicurezza specificato.

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --subnet-id subnet-08fc749671b2d077c \
    --security-group-ids sg-0b0384b66d7d692f9 \
    --associate-public-ip-address \
    --key-name MyKeyPair

Per un esempio dell'output di run-instances, vedi l'Esempio 1.

Esempio 3: per avviare un'istanza con volumi aggiuntivi

Nell'esempio di run-instances seguente viene utilizzata una mappatura dei dispositivi a blocchi, specificata in mapping.json, per collegare volumi aggiuntivi al momento del lancio. Una mappatura dei dispositivi a blocchi può specificare EBS volumi, volumi di instance store o entrambi i EBS volumi e i volumi di instance store.

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --subnet-id subnet-08fc749671b2d077c \
    --security-group-ids sg-0b0384b66d7d692f9 \
    --key-name MyKeyPair \
    --block-device-mappings file://mapping.json

Contenuto di mapping.json. Questo esempio aggiunge /dev/sdh un EBS volume vuoto con una dimensione di 100 GiB.

[
    {
        "DeviceName": "/dev/sdh",
        "Ebs": {
            "VolumeSize": 100
        }
    }
]

Contenuto di mapping.json. In questo esempio viene aggiunto ephemeral1, un volume di archivio dell'istanza.

[
    {
        "DeviceName": "/dev/sdc",
        "VirtualName": "ephemeral1"
    }
]

Per un esempio dell'output di run-instances, vedi l'Esempio 1.

Per ulteriori informazioni sulle mappature dei dispositivi a blocchi, consulta la sezione Block device mapping nella Amazon EC2 User Guide.

Esempio 4: per avviare un'istanza e aggiungere tag al momento della creazione

Nell'esempio di run-instances seguente viene aggiunto un tag con una chiave webserver e un valore production all'istanza. Il comando applica anche un tag con una chiave cost-center e un valore di cc123 a qualsiasi EBS volume creato (in questo caso, il volume root).

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --count 1 \
    --subnet-id subnet-08fc749671b2d077c \
    --key-name MyKeyPair \
    --security-group-ids sg-0b0384b66d7d692f9 \
    --tag-specifications 'ResourceType=instance,Tags=[{Key=webserver,Value=production}]' 'ResourceType=volume,Tags=[{Key=cost-center,Value=cc123}]'

Per un esempio dell'output di run-instances, vedi l'Esempio 1.

Esempio 5: per avviare un'istanza con dati utente

Nell'esempio di run-instances seguente i dati utente vengono trasferiti in un file denominato my_script.txt che contiene uno script di configurazione per l'istanza. Lo script viene eseguito al momento dell'avvio.

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --count 1 \
    --subnet-id subnet-08fc749671b2d077c \
    --key-name MyKeyPair \
    --security-group-ids sg-0b0384b66d7d692f9 \
    --user-data file://my_script.txt

Per un esempio dell'output di run-instances, vedi l'Esempio 1.

Per ulteriori informazioni sui dati utente dell'istanza, consulta Working with instance user data nella Amazon EC2 User Guide.

Esempio 6: per avviare un'istanza a prestazioni espandibili

Nell'esempio di run-instances seguente viene avviata un'istanza t2.micro con l'opzione di credito unlimited. All'avvio di un'istanza T2, se non si specifica --credit-specification, l'opzione di credito predefinita standard. All'avvio di un'istanza T3, l'opzione di credito predefinita è unlimited.

aws ec2 run-instances \
    --image-id ami-0abcdef1234567890 \
    --instance-type t2.micro \
    --count 1 \
    --subnet-id subnet-08fc749671b2d077c \
    --key-name MyKeyPair \
    --security-group-ids sg-0b0384b66d7d692f9 \
    --credit-specification CpuCredits=unlimited

Per un esempio dell'output di run-instances, vedi l'Esempio 1.

Per ulteriori informazioni sulle istanze con prestazioni espandibili, consulta le istanze Burstable Performance nella Amazon User Guide. EC2

    /**
     * Runs an EC2 instance asynchronously.
     *
     * @param instanceType The instance type to use for the EC2 instance.
     * @param keyName The name of the key pair to associate with the EC2 instance.
     * @param groupName The name of the security group to associate with the EC2 instance.
     * @param amiId The ID of the Amazon Machine Image (AMI) to use for the EC2 instance.
     * @return A {@link CompletableFuture} that completes with the ID of the started EC2 instance.
     * @throws RuntimeException If there is an error running the EC2 instance.
     */
    public CompletableFuture<String> runInstanceAsync(String instanceType, String keyName, String groupName, String amiId) {
        RunInstancesRequest runRequest = RunInstancesRequest.builder()
            .instanceType(instanceType)
            .keyName(keyName)
            .securityGroups(groupName)
            .maxCount(1)
            .minCount(1)
            .imageId(amiId)
            .build();

        CompletableFuture<RunInstancesResponse> responseFuture = getAsyncClient().runInstances(runRequest);
        return responseFuture.thenCompose(response -> {
            String instanceIdVal = response.instances().get(0).instanceId();
            System.out.println("Going to start an EC2 instance and use a waiter to wait for it to be in running state");
            return getAsyncClient().waiter()
                .waitUntilInstanceExists(r -> r.instanceIds(instanceIdVal))
                .thenCompose(waitResponse -> getAsyncClient().waiter()
                    .waitUntilInstanceRunning(r -> r.instanceIds(instanceIdVal))
                    .thenApply(runningResponse -> instanceIdVal));
        }).exceptionally(throwable -> {
            // Handle any exceptions that occurred during the async call
            throw new RuntimeException("Failed to run EC2 instance: " + throwable.getMessage(), throwable);
        });
    }

import { EC2Client, RunInstancesCommand } from "@aws-sdk/client-ec2";

/**
 * Create new EC2 instances.
 * @param {{
 *  keyName: string,
 *  securityGroupIds: string[],
 *  imageId: string,
 *  instanceType: import('@aws-sdk/client-ec2')._InstanceType,
 *  minCount?: number,
 *  maxCount?: number }} options
 */
export const main = async ({
  keyName,
  securityGroupIds,
  imageId,
  instanceType,
  minCount = "1",
  maxCount = "1",
}) => {
  const client = new EC2Client({});
  minCount = Number.parseInt(minCount);
  maxCount = Number.parseInt(maxCount);
  const command = new RunInstancesCommand({
    // Your key pair name.
    KeyName: keyName,
    // Your security group.
    SecurityGroupIds: securityGroupIds,
    // An Amazon Machine Image (AMI). There are multiple ways to search for AMIs. For more information, see:
    // https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/finding-an-ami.html
    ImageId: imageId,
    // An instance type describing the resources provided to your instance. There are multiple
    // ways to search for instance types. For more information see:
    // https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-discovery.html
    InstanceType: instanceType,
    // Availability Zones have capacity limitations that may impact your ability to launch instances.
    // The `RunInstances` operation will only succeed if it can allocate at least the `MinCount` of instances.
    // However, EC2 will attempt to launch up to the `MaxCount` of instances, even if the full request cannot be satisfied.
    // If you need a specific number of instances, use `MinCount` and `MaxCount` set to the same value.
    // If you want to launch up to a certain number of instances, use `MaxCount` and let EC2 provision as many as possible.
    // If you require a minimum number of instances, but do not want to exceed a maximum, use both `MinCount` and `MaxCount`.
    MinCount: minCount,
    MaxCount: maxCount,
  });

  try {
    const { Instances } = await client.send(command);
    const instanceList = Instances.map(
      (instance) => `• ${instance.InstanceId}`,
    ).join("\n");
    console.log(`Launched instances:\n${instanceList}`);
  } catch (caught) {
    if (caught instanceof Error && caught.name === "ResourceCountExceeded") {
      console.warn(`${caught.message}`);
    } else {
      throw caught;
    }
  }
};

suspend fun createEC2Instance(
    name: String,
    amiId: String,
): String? {
    val request =
        RunInstancesRequest {
            imageId = amiId
            instanceType = InstanceType.T1Micro
            maxCount = 1
            minCount = 1
        }

    Ec2Client { region = "us-west-2" }.use { ec2 ->
        val response = ec2.runInstances(request)
        val instanceId = response.instances?.get(0)?.instanceId
        val tag =
            Tag {
                key = "Name"
                value = name
            }

        val requestTags =
            CreateTagsRequest {
                resources = listOf(instanceId.toString())
                tags = listOf(tag)
            }
        ec2.createTags(requestTags)
        println("Successfully started EC2 Instance $instanceId based on AMI $amiId")
        return instanceId
    }
}

Esempio 1: questo esempio avvia una singola istanza di quella specificata AMI in EC2 -Classic o predefinita. VPC

New-EC2Instance -ImageId ami-12345678 -MinCount 1 -MaxCount 1 -InstanceType m3.medium -KeyName my-key-pair -SecurityGroup my-security-group

Esempio 2: questo esempio avvia una singola istanza di quanto specificato AMI in a. VPC

New-EC2Instance -ImageId ami-12345678 -MinCount 1 -MaxCount 1 -SubnetId subnet-12345678 -InstanceType t2.micro -KeyName my-key-pair -SecurityGroupId sg-12345678

Esempio 3: per aggiungere un EBS volume o un volume Instance Store, definite una mappatura dei dispositivi a blocchi e aggiungetela al comando. Questo esempio aggiunge un volume di instance store.

$bdm = New-Object Amazon.EC2.Model.BlockDeviceMapping
$bdm.VirtualName = "ephemeral0"
$bdm.DeviceName = "/dev/sdf"

New-EC2Instance -ImageId ami-12345678 -BlockDeviceMapping $bdm ...

Esempio 4: per specificare una delle finestre correntiAMIs, ottenete il relativo AMI ID utilizzandoGet-EC2ImageByName. Questo esempio avvia un'istanza dalla base corrente AMI per Windows Server 2016.

$ami = Get-EC2ImageByName WINDOWS_2016_BASE

New-EC2Instance -ImageId $ami.ImageId ...

Esempio 5: avvia un'istanza nell'ambiente host dedicato specificato.

New-EC2Instance -ImageId ami-1a2b3c4d -InstanceType m4.large -KeyName my-key-pair -SecurityGroupId sg-1a2b3c4d  -AvailabilityZone us-west-1a -Tenancy host -HostID h-1a2b3c4d5e6f1a2b3

Esempio 6: questa richiesta avvia due istanze e applica alle istanze un tag con una chiave di webserver e un valore di produzione. La richiesta applica anche un tag con una chiave di cost-center e un valore cc123 ai volumi creati (in questo caso, il volume root per ogni istanza).

$tag1 = @{ Key="webserver"; Value="production" }
$tag2 = @{ Key="cost-center"; Value="cc123" }

$tagspec1 = new-object Amazon.EC2.Model.TagSpecification
$tagspec1.ResourceType = "instance"
$tagspec1.Tags.Add($tag1)

$tagspec2 = new-object Amazon.EC2.Model.TagSpecification
$tagspec2.ResourceType = "volume"
$tagspec2.Tags.Add($tag2)

New-EC2Instance -ImageId "ami-1a2b3c4d" -KeyName "my-key-pair" -MaxCount 2 -InstanceType "t2.large" -SubnetId "subnet-1a2b3c4d" -TagSpecification $tagspec1,$tagspec2

class EC2InstanceWrapper:
    """Encapsulates Amazon Elastic Compute Cloud (Amazon EC2) instance actions using the client interface."""

    def __init__(
        self, ec2_client: Any, instances: Optional[List[Dict[str, Any]]] = None
    ) -> None:
        """
        Initializes the EC2InstanceWrapper with an EC2 client and optional instances.

        :param ec2_client: A Boto3 Amazon EC2 client. This client provides low-level
                           access to AWS EC2 services.
        :param instances: A list of dictionaries representing Boto3 Instance objects. These are high-level objects that
                          wrap instance actions.
        """
        self.ec2_client = ec2_client
        self.instances = instances or []

    @classmethod
    def from_client(cls) -> "EC2InstanceWrapper":
        """
        Creates an EC2InstanceWrapper instance with a default EC2 client.

        :return: An instance of EC2InstanceWrapper initialized with the default EC2 client.
        """
        ec2_client = boto3.client("ec2")
        return cls(ec2_client)


    def create(
        self,
        image_id: str,
        instance_type: str,
        key_pair_name: str,
        security_group_ids: Optional[List[str]] = None,
    ) -> List[Dict[str, Any]]:
        """
        Creates a new EC2 instance in the default VPC of the current account.

        The instance starts immediately after it is created.

        :param image_id: The ID of the Amazon Machine Image (AMI) to use for the instance.
        :param instance_type: The type of instance to create, such as 't2.micro'.
        :param key_pair_name: The name of the key pair to use for SSH access.
        :param security_group_ids: A list of security group IDs to associate with the instance.
                                   If not specified, the default security group of the VPC is used.
        :return: A list of dictionaries representing Boto3 Instance objects representing the newly created instances.
        """
        try:
            instance_params = {
                "ImageId": image_id,
                "InstanceType": instance_type,
                "KeyName": key_pair_name,
            }
            if security_group_ids is not None:
                instance_params["SecurityGroupIds"] = security_group_ids

            response = self.ec2_client.run_instances(
                **instance_params, MinCount=1, MaxCount=1
            )
            instance = response["Instances"][0]
            self.instances.append(instance)
            waiter = self.ec2_client.get_waiter("instance_running")
            waiter.wait(InstanceIds=[instance["InstanceId"]])
        except ClientError as err:
            params_str = "\n\t".join(
                f"{key}: {value}" for key, value in instance_params.items()
            )
            logger.error(
                f"Failed to complete instance creation request.\nRequest details:{params_str}"
            )
            error_code = err.response["Error"]["Code"]
            if error_code == "InstanceLimitExceeded":
                logger.error(
                    (
                        f"Insufficient capacity for instance type '{instance_type}'. "
                        "Terminate unused instances or contact AWS Support for a limit increase."
                    )
                )
            if error_code == "InsufficientInstanceCapacity":
                logger.error(
                    (
                        f"Insufficient capacity for instance type '{instance_type}'. "
                        "Select a different instance type or launch in a different availability zone."
                    )
                )
            raise
        return self.instances

    pub async fn create_instance<'a>(
        &self,
        image_id: &'a str,
        instance_type: InstanceType,
        key_pair: &'a KeyPairInfo,
        security_groups: Vec<&'a SecurityGroup>,
    ) -> Result<String, EC2Error> {
        let run_instances = self
            .client
            .run_instances()
            .image_id(image_id)
            .instance_type(instance_type)
            .key_name(
                key_pair
                    .key_name()
                    .ok_or_else(|| EC2Error::new("Missing key name when launching instance"))?,
            )
            .set_security_group_ids(Some(
                security_groups
                    .iter()
                    .filter_map(|sg| sg.group_id.clone())
                    .collect(),
            ))
            .min_count(1)
            .max_count(1)
            .send()
            .await?;

        if run_instances.instances().is_empty() {
            return Err(EC2Error::new("Failed to create instance"));
        }

        let instance_id = run_instances.instances()[0].instance_id().unwrap();
        let response = self
            .client
            .create_tags()
            .resources(instance_id)
            .tags(
                Tag::builder()
                    .key("Name")
                    .value("From SDK Examples")
                    .build(),
            )
            .send()
            .await;

        match response {
            Ok(_) => tracing::info!("Created {instance_id} and applied tags."),
            Err(err) => {
                tracing::info!("Error applying tags to {instance_id}: {err:?}");
                return Err(err.into());
            }
        }

        tracing::info!("Instance is created.");

        Ok(instance_id.to_string())
    }

    " Create tags for resource created during instance launch. "
    DATA lt_tagspecifications TYPE /aws1/cl_ec2tagspecification=>tt_tagspecificationlist.
    DATA ls_tagspecifications LIKE LINE OF lt_tagspecifications.
    ls_tagspecifications =  NEW /aws1/cl_ec2tagspecification(
      iv_resourcetype = 'instance'
      it_tags = VALUE /aws1/cl_ec2tag=>tt_taglist(
        ( NEW /aws1/cl_ec2tag( iv_key = 'Name' iv_value = iv_tag_value ) )
      )
    ).
    APPEND ls_tagspecifications TO lt_tagspecifications.

    TRY.
        " Create/launch Amazon Elastic Compute Cloud (Amazon EC2) instance. "
        oo_result = lo_ec2->runinstances(                           " oo_result is returned for testing purposes. "
          iv_imageid = iv_ami_id
          iv_instancetype = 't2.micro'
          iv_maxcount = 1
          iv_mincount = 1
          it_tagspecifications = lt_tagspecifications
          iv_subnetid = iv_subnet_id
        ).
        MESSAGE 'EC2 instance created.' TYPE 'I'.
      CATCH /aws1/cx_rt_service_generic INTO DATA(lo_exception).
        DATA(lv_error) = |"{ lo_exception->av_err_code }" - { lo_exception->av_err_msg }|.
        MESSAGE lv_error TYPE 'E'.
    ENDTRY.